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Measuring cognitive load of digital interface combining event-related potential and BubbleView

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成果类型:
期刊论文
作者:
Wei, Shaoyu;Zheng, Ruiling;Li, Rui;Shi, Minghui;Zhang, Junsong
通讯作者:
Zhang, Junsong(zhangjs@xmu.edu.cn)
作者机构:
[Wei, Shaoyu; Zheng, Ruiling; Shi, Minghui; Zhang, Junsong] Department of Artificial Intelligence, Xiamen University, Fujian, Xiamen
361005, China
[Li, Rui] National Engineering Laboratory for Educational Big Data, Central China Normal University, Hubei, Wuhan
430079, China
[Wei, Shaoyu; Zheng, Ruiling; Shi, Minghui; Zhang, Junsong] 361005, China
通讯机构:
[Zhang, Junsong] D
Department of Artificial Intelligence, Xiamen University, Xiamen, 361005, Fujian, China.
语种:
英文
关键词:
Cognitive load;Event-related potential;Eye tracking;Graphical user interface;Helmet mounted display systems
期刊:
Brain Informatics
ISSN:
2198-4018
年:
2023
卷:
10
期:
1
页码:
1-12
基金类别:
This research is supported by the National Natural Science Foundation of China (61772440, 62007016), the Aeronautical Science Foundation of China (20165168007) and the Project of Industry-university-research Collaborative Innovation in Fujian Province Universities (No. 2022Y4004).
机构署名:
本校为其他机构
摘要:
Helmet mounted display systems (HMDs) are high-performance display devices for modern aircraft. We propose a novel method combining event-related potentials (ERPs) and BubbleView to measure cognitive load under different HMD interfaces. The distribution of the subjects’ attention resources is reflected by analyzing the BubbleView, and the input of the subjects’ attention resources on the interface is reflected by analyzing the ERP’s P3b and P2 components. The results showed that the HMD interface with more symmetry and a simple layout had le...

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